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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD2B is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
15.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
15.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
14.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
10.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
9.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
7.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
7.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
5.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
4.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
0.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD2B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
45.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
44.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
40.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
37.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
36.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
36.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
34.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
31.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
31.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
29.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
29.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
29.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
28.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
27.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
26.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
25.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
25.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
25.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
25.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
24.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
23.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
22.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
22.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
21.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
20.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
20.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
19.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
18.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
18.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
18.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
17.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
17.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
17.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
17.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
16.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
16.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
16.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
16.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
16.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
16.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
16.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
15.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
15.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
15.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
15.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
15.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
15.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
14.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
14.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
14.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
14.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
14.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
14.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
13.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
13.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
13.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
13.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
13.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
12.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
12.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
12.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
12.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
12.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
12.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
12.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
11.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
11.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
11.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
11.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
11.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
11.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
11.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
11.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
11.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
11.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
10.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
10.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
10.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
10.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
10.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
10.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
10.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
10.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
9.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
9.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
9.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
9.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
9.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
9.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
8.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
8.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
8.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
8.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
8.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
8.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
8.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
8.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
8.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
8.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
8.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
8.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
8.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
8.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
8.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
7.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
7.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
7.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
7.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
7.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
7.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
7.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
7.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
7.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
6.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
6.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
6.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
6.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
6.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
6.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
6.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
6.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
6.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
6.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
6.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
5.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
5.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
5.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
5.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
5.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
5.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
5.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
5.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
4.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
4.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
4.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
4.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
4.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
3.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
3.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
3.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
3.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
3.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
3.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
3.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
2.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
2.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
1.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
0.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
0.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
0.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
0.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD2B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
72.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
69.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
41.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
40.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
39.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
32.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
31.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
30.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
29.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
26.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
23.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
23.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
23.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
22.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
21.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
21.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
19.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
18.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
17.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
15.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
15.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
15.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
14.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
14.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
14.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
13.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
12.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
11.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.0
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
10.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
10.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
10.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
8.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
7.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD2B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
124.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
104.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
102.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
92.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
87.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
79.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
79.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
76.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
65.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
61.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
58.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
52.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
51.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
50.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
47.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
47.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
46.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
44.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
43.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
42.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
40.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
40.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
39.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
39.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
38.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
37.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
36.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
36.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
36.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
35.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
35.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
35.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
35.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
34.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
33.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
33.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
33.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
33.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
32.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
31.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
31.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
30.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
30.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
30.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
30.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
29.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
28.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
28.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
28.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
27.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
27.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
27.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
27.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
26.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
26.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
25.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
25.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
22.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
22.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
20.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
20.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
19.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
19.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
19.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
19.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
18.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
18.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
17.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
17.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
17.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
17.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
17.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
16.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
16.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
15.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
15.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
15.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
15.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
15.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
14.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
14.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
14.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
14.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
14.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
13.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
13.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
13.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
13.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
13.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
12.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
11.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
11.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
11.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
10.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
8.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
7.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
7.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
6.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
6.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
5.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
4.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
3.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
2.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
0.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
